In an embodiment, a method of operating a video system comprises determining an aggregate video data rate based on a video data rate for each of a plurality of cameras, determining a projected retention capability based on the aggregate video data rate and available storage capacity, determining a level of risk that the projected retention capability will not satisfy a required retention capability, determining an adjustment to the video data rate for at least a target camera of the plurality of cameras based on the level of risk.